Reinventing 2D Convolutions for 3D Images

Jiancheng Yang, Xiaoyang Huang, Yi He +4

There have been considerable debates over 2D and 3D representation learning on 3D medical images. 2D approaches could benefit from large-scale 2D pretraining, whereas they are gene…